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Syvain

Hyperbolic-geometry AI architecture and an automated research framework, S-expGPU, for AI research teams

Helsinki, FinlandFounded 2026041.ioWebsite technologies

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Highlights

  • Young companyFounded 2026
  • New on EvolcAdded 2026-10-28

About Syvain

Syvain Oy, which operates under the name 041, develops AI models built in hyperbolic space instead of the flat Euclidean space used by most current AI. The company states that this geometry can bring efficiency and cost savings for complex AI problems.

Its main tool is S-expGPU, a framework that agents use to run research. An experiment is defined in a single file, and a compiler generates the training loop. The website states that a full experiment fits in under 120 lines and that a check of a full GPT-2 124M run takes 45 ms on a laptop without a GPU. The company also publishes posts on its site about Lisp-based agents and hyperbolic geometry.

Syvain was founded in 2026 and is headquartered in Helsinki. The team listed on the website includes Juho Kallio (CEO), Niko Korvenlaita (CTO), Susanne Husebø (COO) and Vesa Ala-Mattila, PhD (Founding Researcher).

Product: S-expGPU, a framework for defining and running AI experiments from a single file, plus hyperbolic-geometry AI architecture under development.

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